3DB: A Framework for Debugging Computer Vision Models.
Guillaume LeclercHadi SalmanAndrew IlyasSai VempralaLogan EngstromVibhav VineetKai Yuanqing XiaoPengchuan ZhangShibani SanturkarGreg YangAshish KapoorAleksander MadryPublished in: NeurIPS (2022)
Keyphrases
- computer vision
- probabilistic model
- main contribution
- machine learning
- modeling framework
- mathematical framework
- complex systems
- database
- statistical models
- face recognition
- software engineering
- learning algorithm
- parameter estimation
- video sequences
- experimental data
- optical flow
- bayesian framework
- conceptual framework
- dynamic bayesian networks
- object recognition
- computer vision algorithms
- pattern recognition